Data PreproVisualiz is a Python application for preprocessing and visualizing data. This tool allows users to upload CSV files, preprocess the data, and visualize various aspects of the dataset.
File Upload: Upload CSV files for data analysis. Data Preprocessing: Handle missing values, encode categorical data, handle imbalanced data, and scale features. Data Visualization: Visualize data distributions, correlations, and relationships between features. Installation Clone the repository:
https://github.com/Wahid-najim/PreVisual.git
Navigate to the project directory:
cd PreVisual
Install the required libraries:
pip install pandas numpy scikit-learn matplotlib seaborn
Usage Run the application:
python main.py
Click on “Upload Data File” to upload your CSV file. Click on “Visualize Data” to preprocess and visualize the data.